Publication

PAPER

Journals

1. [SCI, IF3.9, Q1, JCR Top 18%] Yu-Rim Lee, So-Eun Jeon (co-first), Sun-Jin Lee, Il-Gu Lee, "Adaptive Feature Selection with Gradient-Based Relevance for Intrusion Detection Systems," Scientific Reports, vol 16, 14308, 2026.03.20.

2. [SCI, IF 3.86, JCR Q2] Seung-Ha Jee, So-Eun Jeon, IL-Gu Lee, "Co-EDR: Cooperative Event-Driven Fuzzing for Efficient Vulnerability Detection in Firmware," vol. 14, pp. 26067-26074, IEEE Access, 2026.02.12. 10.1109/ACCESS.2026.3664211.

3. [SCI, IF 4.1, Q1, JCR Top 23%] Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee, "Partial Encryption-Based Shamir Secret Sharing for Low-Latency and Secure Networks," vol. 12, ICT Express, 2025.12.16. https://doi.org/10.1016/j.icte.2025.12.006.

4. [SCI, IF 2.4, JCR Q1] So-Eun Jeon, Yeon-Ji Lee, Il-Gu Lee, "Software Defined Range-Proof Authentication Mechanism for Untraceable Digital ID," Computer Modeling in Engineering & Sciences, vol. 142, no. 3, pp. 3213–3228, 2025.03.03. https://doi.org/10.32604/cmes.2025.062082.

5. [SCI, IF 3.4, JCR Q2] Ye-Seul Kil, Yeon-Ji Lee, So-Eun Jeon, Ye-Sol Oh, Il-Gu Lee, "Optimization of Privacy-Utility Trade-off for Efficient Feature Selection of Secure Internet of Things," IEEE Access, vol. 12, pp. 142582-142591, 2024.09.24. 10.1109/ACCESS.2024.3467049.

6. [SCI, IF 8.3, JCR Q1, JCR Top 4.8%] So-Eun Jeon, Sun-Jin Lee,  Yu-Rim Lee, Heejung Yu, Il-Gu Lee, "Machine Learning-Based Cooperative Clustering for Detecting and Mitigating Jamming Attacks in Beyond 5G Networks," Information Systems Frontiers, 2024.09.06. https://doi.org/10.1007/s10796-024-10534-6

7. [SCI, IF 4.1, JCR Q2] Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee ,"A machine learning-enhanced endpoint detection and response framework for fast and proactive defense against advanced cyber attacks," Soft Computing, vol. 28, pp. 7807-7821, 2024.07.05. https://doi.org/10.1007/s00500-024-09727-7

8. [SCI, IF 2.4, JCR Q1] So-Eun Jeon, Ye-Sol Oh, Yeon-Ji Lee, Il-Gu Lee,"Suboptimal Feature Selection Techniques for Effective Malicious Traffic Detection on Lightweight Devices," Computer Modeling in Engineering & Sciences , vol. 140, no.2, pp.1669-1687, 2024.05.20., https://doi.org/10.32604/cmes.2024.047239

9. [SCI, IF 2.0, JCR Q2] So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Machine Learning-Based Efficient Discovery of Software Vulnerability for Internet of Things,"  Intelligent Automation & Soft Computing,  Vol. 37, No. 2, pp.2407-2419, 2023.06.21, https://doi.org/10.32604/iasc.2023.039937 .

10. [SCI, IF 3.86, JCR Q2] So-Eun Jeon, Sun-Jin Lee, Eun-Young Lee, Yeon-Ji Lee, Jung-Hwa Ryu, Jung-Hyun Moon, Sun-Min Yi, Il-Gu Lee, "An Effective Threat Detection Framework for Advanced Persistent Cyber Attacks," CMC-Computers, Materials & Continua, Vol.75, No. 2, pp.4231-4253, 2023.03.31, https://doi.org/10.32604/cmc.2023.034287 .

11. [SCI, IF 5.493, JCR Q1, Top 15.74%] So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Hybrid In-Network Computing for Large-Scale Data Processing," Elsevier Computer Networks, vol. 226, 2023.03.13, https://doi.org/10.1016/j.comnet.2023.109686 .

12. [SCI, IF 5.105, JCR Q1, Top 18.63%] Sun-Jin Lee, Yu-Rim Lee, So-Eun Jeon, Il-Gu Lee, "Machine Learning-based Jamming Attack Classification and Effective Defense Techniques," Elsevier Computers & Security, vol.128, 2023.03.02, https://doi.org/10.1016/j.cose.2023.103169

13. [SCI, IF 3.4, JCR Q2] So-Hyun Park, Sun-Woo Yun, So-Eun Jeon, Na-Eun Park, Hye-Yeon Shim, Yu-Rim Lee, Sun-Jin Lee, Tae-Rim Park, Na-Yeon Shin, Min-Jin Kang, and Il-Gu Lee, " Performance Evaluation of Open Source Endpoint Detection and Response combining Google Rapid Response and osquery for Threat Detection", IEEE Access, Vol.10, pp.20259-20269, 2022. 02.

14. [KCI] Chae-Wan Hong, Chae-Song Hong, So-Eun Jeon, Il-Gu Lee, "Adaptive Multi-AP Coordination for OBSS Interference Mitigation in Dense Wireless Local Area Networks," KIPS Transaction on Computer and Communication Systems (KTCCS), 2026 

          홍채완, 홍채송, 전소은, 이일구, "고밀집 WLAN 환경에서 OBSS 간섭 완화를 위한 적응형 Multi-AP Coordination 기법," 한국정보처리학회논문지, (KTCCS), 2026 (KCI)

15. [KCI] Chae-Yeon Park, So-Eun Jeon, Il-Gu Lee, "A Friendly Jamming-Based Covert Transmission Technique Utilizing Multi-Link Communication," Journal of the Korea Convergence Security Association, 2024 (KCI)

박채연, 전소은, 이일구, "멀티 링크 통신을 활용한 우호적 재밍 기반 은닉 전송 기법," 융합보안논문지, 2024. (KCI)

16. [KCI] Min-Ji Cho, So-Eun Jeon, Il-Gu Lee, "Machine Learning-Based Cooperative Detection Method for Effectively Mitigating Availability Attacks in Wireless Network Environments," KIPS Transactions on Computer and Communication Systems, 2025 (KCI)

조민지, 전소은, 이일구, "무선 네트워크 환경에서 가용성 공격에 효과적으로 대응하기 위한 머신러닝 기반 협력 탐지 기법," 정보처리학회논문지 컴퓨터 및 통신시스템, 2025 (KCI)

17. [KCI] Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, "Event Data Recording Technique for High-Efficiency and Reliable Fuzzing of Firmware," Journal of The Korea Institute of Information Security & Cryptography, 2024.

지승하, 한동임, 전소은, 이일구, "고효율 고신뢰 펌웨어의 최적화된 퍼징을 위한 이벤트 데이터 레코딩 기법," 정보보호학회논문지, 2024 (KCI)

18. [KCI] So-Eun Jeon, Ji-Won Ock, Min-Jeong Kim, Sa-Ra Hong, Sae-Rom Park, Il-Gu Lee, " Efficient Poisoning Attack Defense Techniques Based on Data Augmentation," Journal of convergence security, 2022. 09.

19. [KCI] So-Eun Jeon,  Ye-Sol Oh, and Il-Gu Lee, "A study on the policy measures for the prevention of industrial secret leakage in the metaverse," Journal of Digital Convergence, Vol. 20, No. 4, pp. 377-388, 2022. 04.

20. [KCI] Sun-Woo Yun, Il-Gu Lee, So-Hyun Park, Na-Eun Park, So-Eun Jeon, Ye-Sol Oh, and Ji-Eun Lee, "Industrial Security Technologies and Policies for Smart Logistics," Korean Journal of Industrial Security, Vol.11, No.1, pp. 221-243, 2021.

Conferences

21. Chae-Wan Hong, Chae-Song Hong, So-Eun Jeon, Il-Gu Lee, "An Adaptive Multi-AP Coordination Technique for Mitigating Interference Between OBSS in Dense Network Environments,"

홍채완, 홍채송, 전소은, 이일구, "밀집 무선 네트워크 환경에서 OBSS 간 간섭 완화를 위한 적응형 Multi-AP Coordination 기법", 한국정보보호학회 제9회 5G보안워크숍, 여수, 2026.05 (Poster)

22. Chae-Wan Hong, Chae-Song Hong, So-Eun Jeon, Il-Gu Lee, "Adaptive Multi-AP Coordination for OBSS Interference Mitigation in Dense Wireless Local Area Networks," 

홍채완, 홍채송, 전소은, 이일구, "고밀집 WLAN 환경에서 OBSS 간섭 완화를 위한 적응형 Multi-AP Coordination 기법," 한국정보처리학회

23. [International Conference] Chae-Yeon Park, So-Eun Jeon, Il-Gu Lee, "Reconstruction attack on Wi-Fi sensing obfuscation," The 9th International Conference on Mobile Internet Security, Sapporo, Japan, Dec. 2025

24. [International Conference] Min-Ji Cho, So-Eun Jeon, Il-Gu Lee, "Cooperative Global Detection with Dynamic Multi-Link Recovery for Jamming Resilience of Internet of Things," The 9th International Conference on Mobile Internet Security, Sapporo, Japan, Dec. 2025

25. [International Conference] So-Eun Jeon, Il-Gu Lee, "Smart Jamming with User Data: Redefining Wireless Secrecy in Multi-AP Networks," The 26th World Conference on Information Security Applications (WISA), Jeju Island, Korea, Aug. 2025 (Poster)

26. [International Conference] Chae-Yeon Park, So-Eun Jeon, Il-Gu Lee, "Multi-Link Friendly Jamming for Physical Layer Security in IoT Eavesdropping Mitigation," The 26th World Conference on Information Security Applications (WISA), Jeju Island, Korea, Aug. 2025 (Poster)

27. [International Conference] Min-ji Cho, So-Eun Jeon, Il-Gu Lee, "Cooperative Machine Learning Framework for Efficient Detection of Wireless Availability Attacks in Internet of Things Networks," The 26th World Conference on Information Security Applications (WISA), Jeju Island, Korea, Aug. 2025 (Poster)

28. Chae-Yeon Park, So-Eun Jeon, Il-Gu Lee, "A Physical Layer Security-Based Friendly Jamming Technique Using Multi-Link Operation for Efficient Eavesdropping Mitigation in IoT Environments," Korea Convergence Security Association Summer Conference, Naju, Korea, 2025.06.

박채연, 전소은, 이일구, "사물인터넷 환경에서 효율적인 도청 대응을 위하여 멀티 링크를 활용한 물리계층 보안 기반 우호적 재밍 기법," 한국융합보안학회 하계학술대회, 나주, 한국, 2025.06.

29. Min-Ji Cho, So-Eun Jeon, Il-Gu Lee, "Cooperative Learning-Based Technique for Efficient Detection of Network Attacks," Annual Symposium of KIPS 2025, Kyungpook National Univ., Korea, May. 2025

조민지, 전소은, 이일구, "협력 학습 기반의 효율적인 네트워크 공격 탐지 방법," Annual Symposium of KIPS 2025, Kyungpook National Univ., Korea, May. 2025

30. [International Conference] So-Eun Jeon, Il-Gu Lee, "XAI-based Adaptive Feature Selection Method for Efficient Classification of Encrypted Malicious Traff," IEEE International Conference on Consumer Technology - Pacific (ICCT-Pacific) 2025, Mar. 2025, Japan.

31. [International Conference] So-Eun Jeon, Il-Gu Lee, "Ultra-High Reliable Multi-AP Cooperation Utilizing Securely Compressed Channel Status Information for Next Generation Wireless LANs," The 39th International Conference on Information Networking (ICOIN 2025), Chiang Mai, Thailand, Jan. 2025.

32. [International Conference] So-Eun Jeon, Yeon-Ji Lee, Il-Gu Lee, "Software Defined Range-proof Authentication Mechanism for Untraceable Digital ID," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024.

33. [International Conference] Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, "Co-EDR: Cooperative-based event data recording technique for efficient firmware fuzzing," The 8th International Conference on Mobile Internet Security (Mobisec), Sapporo, Japan, Dec. 2024.

34. [International Conference] So-Eun Jeon, Il-Gu Lee, "Ultra-high Reliable Multi-AP Cooperation Using Securely Compressed Channel-status Information," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster) 

35. [International Conference] Seung-Ha Ji, So-Eun Jeon, Il-Gu Lee, "Random Public Codebook-Based Double XOR Cipher," The 25th World Conference on Information Security Applications (WISA), Jeju, Korea, Aug. 2024 (Poster)

36. [Domestic] Seung-Ha Jee, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, “EDR: Event Data Recording Tehcnique for High-Efficiency and Reliable Fuzzing of Firmware,” The 7th Subchannel Information Analysis Contest, Goseong, Korea, June. 2024 (Poster) 지승하, 한동임, 전소은, 이일구, "EDR: 고효율 고신뢰 펌웨어 퍼징을 위한 이벤트 데이터 레코딩 기법," The 7th Subchannel Information Analysis Contest, Goseong, Korea, June. 2024 (Poster) 

37. Seung-Ha Ji, Dong-Im Han, So-Eun Jeon, Il-Gu Lee, "EDR: Event Data Recording Tehcnique for High-Efficiency and Reliable Fuzzing of Firmware," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024.

지승하, 한동임, 전소은, 이일구, "EDR: 고효율 고신뢰 펌웨어 퍼징을 위한 이벤트 데이터 레코딩 기법," Korea Institute of Information Security & Cryptology (KIISC) CISC-S'23 , Sejong, South Korea, June. 2024.

38. So-Eun Jeon, Il-Gu Lee, "Simplified Channel Management Mechanism for Multi-AP Cooperation in Dense Networks," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024 

전소은, 이일구, "밀집 네트워크의 다중 엑세스 포인트 협력을 위한 단순화된 채널 관리 방법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024

39. Seung-Ha Ji, So-Eun Jeon, Il-Gu Lee, "Highly Reliable Differential Privacy Technique Utilizing Error Correction Encoding," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024.

지승하, 전소은, 이일구, "오류 정정 부호를 활용한 고신뢰 차등 프라이버시 기법," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024

40. [International Conference] So-Eun Jeon, Ye-Sol Oh, Yeon-Ji Lee, Il-Gu Lee,"Suboptimal Feature Selection Parameter Optimization Scheme for Efficient Malicious Traffic Detection ,"  The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023.

41. [International Conference] So-Eun Jeon, Ye-Sol Oh, Ye-Seul Kil, Yeon-Ji Lee, Il-Gu Lee, "Suboptimal Feature Selection Technique for Efficient Machine Learning-based Malicious Traffic Detection," The 24rd World Conference on Information Security Applications, Jeju Island, South Korea, Aug. 2023.

42. [International Conference] So-Eun Jeon, Ye-Sol Oh, Ye-Seul Kil, Yeon-Ji Lee, Il-Gu Lee, "Two-Step Feature Selection Technique for Secure and Lightweight Internet of Things," IoTSPT (The 13th International Workshop on Security, Privacy and Trust for IoT) in ICCCN (The 32nd International Conference on Computer Communication and Networks), Hawaii, USA, July. 2023.

43. Eui-Jin Kim, So-Eun Jeon, Il-Gu Lee, "Machine learning-based efficient decoy file placement technique for ransomware detection," Korea Institute of Information Security & Cryptology (KIISC) CISC-W'22 , Nov. 2022.

44. [International Conference] So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Practical Machine Learning-based Software Vulnerability Discovery for Internet of Things," 6th International Symposium on Mobile Internet Security (MobiSec'22), Dec. 2022.

45. [International Conference] Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee, "Machine Learning-based Endpoint Detection and Response Framework against Intelligent Cyber Attacks," 6th International Symposium on Mobile Internet Security (MobiSec'22), Dec. 2022 (Best Paper Award)

46. [International Conference] Yu-Rim Lee, So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Performance evaluation of open source-based intrusion detection for advanced cyberattacks jointly utilizing ransomware and trojans," The 23rd World Conference on Information Security Applications, Aug. 2022.

47. So-Eun Jeon, Ji-Won Ock, Min-Jeong Kim, Sa-Ra Hong, Sae-Rom Park, Il-Gu Lee, "Data augmentation-based defense technique for one-shot kill poison attack," Korea Convergence Security Association (KCSA) Conference, July. 5, 2022 (accepted).

48. So-Eun Jeon, "Multi-Omni View Capsule Endoscope for Efficient Lesion Diagnosis and Safe Medical Data Management," Winter Conference of The Korean Assoication for Industrial Security (KAIS), Dec. 27, 2021.

49. So-Eun Jeon, Na-Eun Park, and Il-Gu Lee, "Comparative Analysis of Open Source Forensic Tools and Internetworking Techniques for Expanding Response Coverage," KAIS/KAF Joint Conference, Aug. 19, 2021.

50. So-Eun Jeon, Na-Eun Park, and Il-Gu Lee, "A Study on Distributed Encryption Method for Lightweight Internet of Things," The 31st Joint Conference on Communications and Information (JCCI), Apr. 2021. 

51. Na-Eun Park, So-Eun Jeon, and Il-Gu Lee, "Efficient Remote Memory Attestation Technique for Massive Internet of Things," The 31st Joint Conference on Communications and Information (JCCI), Apr. 2021. 

52. So-Eun Jeon, and Il-Gu Lee, "A study on traffic information loss estimation techniques for smart card," Proceedings of Symposium of the Korean Institute of Communications and Information Sciences (KICS), 2020. 

Articles

53. Il-Gu Lee, Sun-Jin Lee, So-Eun Jeon, "IEEE Wireless LAN Standardization Trends for Industrial IoT Technology", SEP inside 37 (2023.4)

Under Review

• Data-Aided Friendly Jamming with Multi-AP Cooperation: A Novel Approach for Joint Optimization of Wireless Secrecy and Network Throughput (submitted to IEEE Transactions consumer electronics (SCI, IF 10.9, Q1)) : first author - major revision

• Machine Learning-Based Channel Selection for Interference- and Jamming-Resilient Dense Wireless Local Area Networks (Elsevier Internet of Things) : first author - major revision

• Unlocking 6G: Dynamic Zero Trust for Secure and Low-Latency Open Radio Access Networks (submitted to IEEE Internet of Things) : first author

• SRfuzz: Surrogate Fuzzing Technique for Detecting Wi-Fi Firmware Vulnerabilities (submitted to ICDCS 2026) : first author

Work in progress

• T-DID: A Hybrid Threat Detection Framework for Decentralized Identity Systems (to be submitted to IEEE Transactions on Information Forensics and Security  (IF 8.5, Q1)) : co-first author

• Cooperative Global Detection with Dynamic Multi-Link Recovery for Jamming Resilience of Internet of Things (to be submitted to CMES) : co-author

• Reconstruction attack on Wi-Fi sensing obfuscation (to be submitted to CMES) : co-author